Overview

Dataset statistics

Number of variables114
Number of observations5000
Missing cells9
Missing cells (%)< 0.1%
Total size in memory4.3 MiB
Average record size in memory912.0 B

Variable types

Numeric114

Alerts

age is highly correlated with agecatHigh correlation
agecat is highly correlated with ageHigh correlation
ed is highly correlated with edcatHigh correlation
edcat is highly correlated with edHigh correlation
marital is highly correlated with spoused and 1 other fieldsHigh correlation
spoused is highly correlated with marital and 1 other fieldsHigh correlation
spousedcat is highly correlated with marital and 1 other fieldsHigh correlation
address is highly correlated with addresscatHigh correlation
addresscat is highly correlated with addressHigh correlation
commute is highly correlated with commutecatHigh correlation
commutecat is highly correlated with commuteHigh correlation
cardtenure is highly correlated with card2tenure and 1 other fieldsHigh correlation
cardtenurecat is highly correlated with card2tenurecatHigh correlation
card2tenure is highly correlated with cardtenure and 2 other fieldsHigh correlation
card2tenurecat is highly correlated with cardtenurecat and 1 other fieldsHigh correlation
tenure is highly correlated with cardtenure and 1 other fieldsHigh correlation
longmon is highly correlated with longtenHigh correlation
longten is highly correlated with longmonHigh correlation
equip is highly correlated with equipmonHigh correlation
equipmon is highly correlated with equipHigh correlation
gender has 2482 (49.6%) zeros Zeros
union has 4244 (84.9%) zeros Zeros
employ has 659 (13.2%) zeros Zeros
retire has 4262 (85.2%) zeros Zeros
default has 3829 (76.6%) zeros Zeros
marital has 2599 (52.0%) zeros Zeros
pets has 1529 (30.6%) zeros Zeros
pets_cats has 3413 (68.3%) zeros Zeros
pets_dogs has 3762 (75.2%) zeros Zeros
pets_birds has 4698 (94.0%) zeros Zeros
pets_reptiles has 4818 (96.4%) zeros Zeros
pets_small has 4749 (95.0%) zeros Zeros
pets_saltfish has 4942 (98.8%) zeros Zeros
pets_freshfish has 3462 (69.2%) zeros Zeros
homeown has 1852 (37.0%) zeros Zeros
address has 245 (4.9%) zeros Zeros
cars has 497 (9.9%) zeros Zeros
carown has 799 (16.0%) zeros Zeros
cartype has 2287 (45.7%) zeros Zeros
carbought has 2901 (58.0%) zeros Zeros
carbuy has 3195 (63.9%) zeros Zeros
commutecar has 1605 (32.1%) zeros Zeros
commutemotorcycle has 4487 (89.7%) zeros Zeros
commutecarpool has 3641 (72.8%) zeros Zeros
commutebus has 2970 (59.4%) zeros Zeros
commuterail has 3627 (72.5%) zeros Zeros
commutepublic has 4523 (90.5%) zeros Zeros
commutebike has 4383 (87.7%) zeros Zeros
commutewalk has 3081 (61.6%) zeros Zeros
commutenonmotor has 4708 (94.2%) zeros Zeros
telecommute has 4060 (81.2%) zeros Zeros
polparty has 3093 (61.9%) zeros Zeros
polcontrib has 3808 (76.2%) zeros Zeros
vote has 2410 (48.2%) zeros Zeros
cardfee has 4051 (81.0%) zeros Zeros
cardtenure has 91 (1.8%) zeros Zeros
card2fee has 4064 (81.3%) zeros Zeros
card2tenure has 89 (1.8%) zeros Zeros
active has 2670 (53.4%) zeros Zeros
churn has 3734 (74.7%) zeros Zeros
tollfree has 2622 (52.4%) zeros Zeros
tollmon has 2622 (52.4%) zeros Zeros
tollten has 2622 (52.4%) zeros Zeros
equip has 3296 (65.9%) zeros Zeros
equipmon has 3296 (65.9%) zeros Zeros
equipten has 3296 (65.9%) zeros Zeros
callcard has 1419 (28.4%) zeros Zeros
cardmon has 1419 (28.4%) zeros Zeros
cardten has 1420 (28.4%) zeros Zeros
wireless has 3656 (73.1%) zeros Zeros
wiremon has 3656 (73.1%) zeros Zeros
wireten has 3656 (73.1%) zeros Zeros
multline has 2558 (51.2%) zeros Zeros
voice has 3485 (69.7%) zeros Zeros
pager has 3782 (75.6%) zeros Zeros
internet has 2498 (50.0%) zeros Zeros
callid has 2624 (52.5%) zeros Zeros
callwait has 2605 (52.1%) zeros Zeros
forward has 2597 (51.9%) zeros Zeros
confer has 2610 (52.2%) zeros Zeros
ebill has 3257 (65.1%) zeros Zeros
owntv has 85 (1.7%) zeros Zeros
hourstv has 85 (1.7%) zeros Zeros
ownvcr has 422 (8.4%) zeros Zeros
owndvd has 432 (8.6%) zeros Zeros
owncd has 336 (6.7%) zeros Zeros
ownpda has 3995 (79.9%) zeros Zeros
ownpc has 1836 (36.7%) zeros Zeros
ownipod has 2604 (52.1%) zeros Zeros
owngame has 2626 (52.5%) zeros Zeros
ownfax has 4106 (82.1%) zeros Zeros
news has 2637 (52.7%) zeros Zeros
response_01 has 4582 (91.6%) zeros Zeros
response_02 has 4351 (87.0%) zeros Zeros
response_03 has 4487 (89.7%) zeros Zeros

Reproduction

Analysis started2021-12-15 16:27:11.020902
Analysis finished2021-12-15 16:27:13.259362
Duration2.24 seconds
Software versionpandas-profiling v3.1.0
Download configurationconfig.json

Variables

region
Real number (ℝ≥0)

Distinct5
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.0014
Minimum1
Maximum5
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q34
95-th percentile5
Maximum5
Range4
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.421760289
Coefficient of variation (CV)0.4736990369
Kurtosis-1.308981878
Mean3.0014
Median Absolute Deviation (MAD)1
Skewness0.005052460523
Sum15007
Variance2.02140232
MonotonicityNot monotonic
Histogram with fixed size bins (bins=5)
ValueCountFrequency (%)
51027
20.5%
11009
20.2%
31003
20.1%
2995
19.9%
4966
19.3%
ValueCountFrequency (%)
11009
20.2%
2995
19.9%
31003
20.1%
4966
19.3%
51027
20.5%
ValueCountFrequency (%)
51027
20.5%
4966
19.3%
31003
20.1%
2995
19.9%
11009
20.2%

townsize
Real number (ℝ≥0)

Distinct5
Distinct (%)0.1%
Missing2
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean2.68727491
Minimum1
Maximum5
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum1
5-th percentile1
Q11
median3
Q34
95-th percentile5
Maximum5
Range4
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.425924996
Coefficient of variation (CV)0.5306211846
Kurtosis-1.262774145
Mean2.68727491
Median Absolute Deviation (MAD)1
Skewness0.2766152794
Sum13431
Variance2.033262094
MonotonicityNot monotonic
Histogram with fixed size bins (bins=5)
ValueCountFrequency (%)
11436
28.7%
21048
21.0%
3907
18.1%
4857
17.1%
5750
15.0%
(Missing)2
 
< 0.1%
ValueCountFrequency (%)
11436
28.7%
21048
21.0%
3907
18.1%
4857
17.1%
5750
15.0%
ValueCountFrequency (%)
5750
15.0%
4857
17.1%
3907
18.1%
21048
21.0%
11436
28.7%

gender
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.5036
Minimum0
Maximum1
Zeros2482
Zeros (%)49.6%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.500037046
Coefficient of variation (CV)0.9929250318
Kurtosis-2.000592902
Mean0.5036
Median Absolute Deviation (MAD)0
Skewness-0.01440469503
Sum2518
Variance0.2500370474
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
12518
50.4%
02482
49.6%
ValueCountFrequency (%)
02482
49.6%
12518
50.4%
ValueCountFrequency (%)
12518
50.4%
02482
49.6%

age
Real number (ℝ≥0)

HIGH CORRELATION

Distinct62
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean47.0256
Minimum18
Maximum79
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum18
5-th percentile20
Q131
median47
Q362
95-th percentile76
Maximum79
Range61
Interquartile range (IQR)31

Descriptive statistics

Standard deviation17.77033769
Coefficient of variation (CV)0.3778864638
Kurtosis-1.187029996
Mean47.0256
Median Absolute Deviation (MAD)15
Skewness0.09076008705
Sum235128
Variance315.7849016
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
18106
 
2.1%
35102
 
2.0%
3798
 
2.0%
2497
 
1.9%
2195
 
1.9%
6395
 
1.9%
3194
 
1.9%
5793
 
1.9%
2593
 
1.9%
3692
 
1.8%
Other values (52)4035
80.7%
ValueCountFrequency (%)
18106
2.1%
1978
1.6%
2080
1.6%
2195
1.9%
2282
1.6%
ValueCountFrequency (%)
7973
1.5%
7870
1.4%
7771
1.4%
7658
1.2%
7574
1.5%

agecat
Real number (ℝ≥0)

HIGH CORRELATION

Distinct5
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.2388
Minimum2
Maximum6
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum2
5-th percentile2
Q13
median4
Q35
95-th percentile6
Maximum6
Range4
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.308784605
Coefficient of variation (CV)0.3087630002
Kurtosis-1.062540962
Mean4.2388
Median Absolute Deviation (MAD)1
Skewness-0.2082156666
Sum21194
Variance1.712917143
MonotonicityNot monotonic
Histogram with fixed size bins (bins=5)
ValueCountFrequency (%)
41222
24.4%
51195
23.9%
61068
21.4%
3893
17.9%
2622
12.4%
ValueCountFrequency (%)
2622
12.4%
3893
17.9%
41222
24.4%
51195
23.9%
61068
21.4%
ValueCountFrequency (%)
61068
21.4%
51195
23.9%
41222
24.4%
3893
17.9%
2622
12.4%

ed
Real number (ℝ≥0)

HIGH CORRELATION

Distinct18
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean14.543
Minimum6
Maximum23
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum6
5-th percentile9
Q112
median14
Q317
95-th percentile20
Maximum23
Range17
Interquartile range (IQR)5

Descriptive statistics

Standard deviation3.281082763
Coefficient of variation (CV)0.2256125121
Kurtosis-0.6070629191
Mean14.543
Median Absolute Deviation (MAD)2
Skewness0.003733520921
Sum72715
Variance10.7655041
MonotonicityNot monotonic
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%)
14569
11.4%
15536
10.7%
13531
10.6%
16486
9.7%
12467
9.3%
17454
9.1%
11362
7.2%
18349
7.0%
19308
6.2%
10260
 
5.2%
Other values (8)678
13.6%
ValueCountFrequency (%)
68
 
0.2%
731
 
0.6%
8107
2.1%
9178
3.6%
10260
5.2%
ValueCountFrequency (%)
234
 
0.1%
2233
 
0.7%
21111
 
2.2%
20206
4.1%
19308
6.2%

edcat
Real number (ℝ≥0)

HIGH CORRELATION

Distinct5
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.672
Minimum1
Maximum5
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum1
5-th percentile1
Q12
median2
Q34
95-th percentile5
Maximum5
Range4
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.211738281
Coefficient of variation (CV)0.4534948657
Kurtosis-0.9972867043
Mean2.672
Median Absolute Deviation (MAD)1
Skewness0.2482455737
Sum13360
Variance1.468309662
MonotonicityNot monotonic
Histogram with fixed size bins (bins=5)
ValueCountFrequency (%)
21567
31.3%
41111
22.2%
31022
20.4%
1946
18.9%
5354
 
7.1%
ValueCountFrequency (%)
1946
18.9%
21567
31.3%
31022
20.4%
41111
22.2%
5354
 
7.1%
ValueCountFrequency (%)
5354
 
7.1%
41111
22.2%
31022
20.4%
21567
31.3%
1946
18.9%

jobcat
Real number (ℝ≥0)

Distinct6
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.7528
Minimum1
Maximum6
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum1
5-th percentile1
Q11
median2
Q34
95-th percentile6
Maximum6
Range5
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.737899945
Coefficient of variation (CV)0.631320817
Kurtosis-0.7587698514
Mean2.7528
Median Absolute Deviation (MAD)1
Skewness0.7980652472
Sum13764
Variance3.020296219
MonotonicityNot monotonic
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
21640
32.8%
11388
27.8%
6688
13.8%
3620
 
12.4%
5452
 
9.0%
4212
 
4.2%
ValueCountFrequency (%)
11388
27.8%
21640
32.8%
3620
 
12.4%
4212
 
4.2%
5452
 
9.0%
ValueCountFrequency (%)
6688
13.8%
5452
 
9.0%
4212
 
4.2%
3620
 
12.4%
21640
32.8%

union
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1512
Minimum0
Maximum1
Zeros4244
Zeros (%)84.9%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.3582795457
Coefficient of variation (CV)2.369573715
Kurtosis1.794884592
Mean0.1512
Median Absolute Deviation (MAD)0
Skewness1.94786211
Sum756
Variance0.1283642328
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
04244
84.9%
1756
 
15.1%
ValueCountFrequency (%)
04244
84.9%
1756
 
15.1%
ValueCountFrequency (%)
1756
 
15.1%
04244
84.9%

employ
Real number (ℝ≥0)

ZEROS

Distinct52
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.7304
Minimum0
Maximum52
Zeros659
Zeros (%)13.2%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q12
median7
Q315
95-th percentile31
Maximum52
Range52
Interquartile range (IQR)13

Descriptive statistics

Standard deviation9.690928679
Coefficient of variation (CV)0.9959435048
Kurtosis1.052865428
Mean9.7304
Median Absolute Deviation (MAD)6
Skewness1.251917702
Sum48652
Variance93.91409866
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0659
 
13.2%
1389
 
7.8%
2318
 
6.4%
3309
 
6.2%
4293
 
5.9%
5260
 
5.2%
6250
 
5.0%
7191
 
3.8%
8187
 
3.7%
11184
 
3.7%
Other values (42)1960
39.2%
ValueCountFrequency (%)
0659
13.2%
1389
7.8%
2318
6.4%
3309
6.2%
4293
5.9%
ValueCountFrequency (%)
521
< 0.1%
511
< 0.1%
491
< 0.1%
481
< 0.1%
471
< 0.1%

empcat
Real number (ℝ≥0)

Distinct5
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.9326
Minimum1
Maximum5
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q34
95-th percentile5
Maximum5
Range4
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.453299575
Coefficient of variation (CV)0.4955669288
Kurtosis-1.335449666
Mean2.9326
Median Absolute Deviation (MAD)1
Skewness0.1513485346
Sum14663
Variance2.112079656
MonotonicityNot monotonic
Histogram with fixed size bins (bins=5)
ValueCountFrequency (%)
21180
23.6%
51135
22.7%
11048
21.0%
3968
19.4%
4669
13.4%
ValueCountFrequency (%)
11048
21.0%
21180
23.6%
3968
19.4%
4669
13.4%
51135
22.7%
ValueCountFrequency (%)
51135
22.7%
4669
13.4%
3968
19.4%
21180
23.6%
11048
21.0%

retire
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1476
Minimum0
Maximum1
Zeros4262
Zeros (%)85.2%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.3547385063
Coefficient of variation (CV)2.403377414
Kurtosis1.951376483
Mean0.1476
Median Absolute Deviation (MAD)0
Skewness1.987610649
Sum738
Variance0.1258394079
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
04262
85.2%
1738
 
14.8%
ValueCountFrequency (%)
04262
85.2%
1738
 
14.8%
ValueCountFrequency (%)
1738
 
14.8%
04262
85.2%

income
Real number (ℝ≥0)

Distinct266
Distinct (%)5.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean54.7596
Minimum9
Maximum1073
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum9
5-th percentile13
Q124
median38
Q367
95-th percentile147
Maximum1073
Range1064
Interquartile range (IQR)43

Descriptive statistics

Standard deviation55.37751115
Coefficient of variation (CV)1.01128407
Kurtosis57.07703653
Mean54.7596
Median Absolute Deviation (MAD)18
Skewness5.179216362
Sum273798
Variance3066.668742
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
22112
 
2.2%
29109
 
2.2%
25108
 
2.2%
20102
 
2.0%
30102
 
2.0%
18100
 
2.0%
23100
 
2.0%
2499
 
2.0%
3293
 
1.9%
1691
 
1.8%
Other values (256)3984
79.7%
ValueCountFrequency (%)
983
1.7%
1055
1.1%
1157
1.1%
1252
1.0%
1356
1.1%
ValueCountFrequency (%)
10731
< 0.1%
9951
< 0.1%
7801
< 0.1%
6421
< 0.1%
5751
< 0.1%

inccat
Real number (ℝ≥0)

Distinct5
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.3922
Minimum1
Maximum5
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum1
5-th percentile1
Q11
median2
Q33
95-th percentile5
Maximum5
Range4
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.221260601
Coefficient of variation (CV)0.5105177665
Kurtosis-0.5478133878
Mean2.3922
Median Absolute Deviation (MAD)1
Skewness0.6595016048
Sum11961
Variance1.491477455
MonotonicityNot monotonic
Histogram with fixed size bins (bins=5)
ValueCountFrequency (%)
21797
35.9%
11330
26.6%
3839
16.8%
4650
 
13.0%
5384
 
7.7%
ValueCountFrequency (%)
11330
26.6%
21797
35.9%
3839
16.8%
4650
 
13.0%
5384
 
7.7%
ValueCountFrequency (%)
5384
 
7.7%
4650
 
13.0%
3839
16.8%
21797
35.9%
11330
26.6%

debtinc
Real number (ℝ≥0)

Distinct325
Distinct (%)6.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.95416
Minimum0
Maximum43.1
Zeros1
Zeros (%)< 0.1%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile1.9
Q15.1
median8.8
Q313.6
95-th percentile22.2
Maximum43.1
Range43.1
Interquartile range (IQR)8.5

Descriptive statistics

Standard deviation6.399783288
Coefficient of variation (CV)0.6429254993
Kurtosis1.37645844
Mean9.95416
Median Absolute Deviation (MAD)4
Skewness1.061933558
Sum49770.8
Variance40.95722614
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
748
 
1.0%
6.946
 
0.9%
4.146
 
0.9%
5.445
 
0.9%
4.442
 
0.8%
6.642
 
0.8%
7.341
 
0.8%
5.939
 
0.8%
11.339
 
0.8%
5.538
 
0.8%
Other values (315)4574
91.5%
ValueCountFrequency (%)
01
 
< 0.1%
0.16
0.1%
0.22
 
< 0.1%
0.35
0.1%
0.46
0.1%
ValueCountFrequency (%)
43.11
< 0.1%
41.71
< 0.1%
411
< 0.1%
40.71
< 0.1%
38.21
< 0.1%

creddebt
Real number (ℝ≥0)

Distinct4950
Distinct (%)99.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.857325646
Minimum0
Maximum109.072596
Zeros1
Zeros (%)< 0.1%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0.101088
Q10.3855195
median0.926437
Q32.06382
95-th percentile6.3730104
Maximum109.072596
Range109.072596
Interquartile range (IQR)1.6783005

Descriptive statistics

Standard deviation3.41573197
Coefficient of variation (CV)1.839059283
Kurtosis248.5334273
Mean1.857325646
Median Absolute Deviation (MAD)0.6517005
Skewness11.12004134
Sum9286.628229
Variance11.66722489
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.2722
 
< 0.1%
0.2358722
 
< 0.1%
0.171722
 
< 0.1%
0.3160082
 
< 0.1%
1.67442
 
< 0.1%
1.2542
 
< 0.1%
0.6583682
 
< 0.1%
0.1297782
 
< 0.1%
0.498422
 
< 0.1%
0.665282
 
< 0.1%
Other values (4940)4980
99.6%
ValueCountFrequency (%)
01
< 0.1%
0.0013641
< 0.1%
0.003411
< 0.1%
0.004941
< 0.1%
0.0063441
< 0.1%
ValueCountFrequency (%)
109.0725961
< 0.1%
67.490851
< 0.1%
48.7045241
< 0.1%
44.245561
< 0.1%
42.09851
< 0.1%

othdebt
Real number (ℝ≥0)

Distinct4973
Distinct (%)99.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.654460154
Minimum0
Maximum141.45915
Zeros1
Zeros (%)< 0.1%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0.2876923
Q10.9803015
median2.09854
Q34.31478
95-th percentile11.8159808
Maximum141.45915
Range141.45915
Interquartile range (IQR)3.3344785

Descriptive statistics

Standard deviation5.395171563
Coefficient of variation (CV)1.476325185
Kurtosis125.1452338
Mean3.654460154
Median Absolute Deviation (MAD)1.3518535
Skewness7.589924316
Sum18272.30077
Variance29.10787619
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1.1128323
 
0.1%
4.69262
 
< 0.1%
4.455362
 
< 0.1%
1.2180482
 
< 0.1%
1.1316242
 
< 0.1%
0.181442
 
< 0.1%
0.5316962
 
< 0.1%
2.864162
 
< 0.1%
0.3553682
 
< 0.1%
2.2800962
 
< 0.1%
Other values (4963)4979
99.6%
ValueCountFrequency (%)
01
< 0.1%
0.0167041
< 0.1%
0.0206361
< 0.1%
0.021211
< 0.1%
0.0224061
< 0.1%
ValueCountFrequency (%)
141.459151
< 0.1%
102.3084041
< 0.1%
66.92791
< 0.1%
59.9101921
< 0.1%
59.376241
< 0.1%

default
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.2342
Minimum0
Maximum1
Zeros3829
Zeros (%)76.6%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.4235401247
Coefficient of variation (CV)1.808454845
Kurtosis-0.4235448664
Mean0.2342
Median Absolute Deviation (MAD)0
Skewness1.255637174
Sum1171
Variance0.1793862372
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
03829
76.6%
11171
 
23.4%
ValueCountFrequency (%)
03829
76.6%
11171
 
23.4%
ValueCountFrequency (%)
11171
 
23.4%
03829
76.6%

jobsat
Real number (ℝ≥0)

Distinct5
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.9642
Minimum1
Maximum5
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q34
95-th percentile5
Maximum5
Range4
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.37945603
Coefficient of variation (CV)0.4653721174
Kurtosis-1.236731377
Mean2.9642
Median Absolute Deviation (MAD)1
Skewness0.02675024957
Sum14821
Variance1.90289894
MonotonicityNot monotonic
Histogram with fixed size bins (bins=5)
ValueCountFrequency (%)
31085
21.7%
21031
20.6%
41016
20.3%
1975
19.5%
5893
17.9%
ValueCountFrequency (%)
1975
19.5%
21031
20.6%
31085
21.7%
41016
20.3%
5893
17.9%
ValueCountFrequency (%)
5893
17.9%
41016
20.3%
31085
21.7%
21031
20.6%
1975
19.5%

marital
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.4802
Minimum0
Maximum1
Zeros2599
Zeros (%)52.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.4996577745
Coefficient of variation (CV)1.040520147
Kurtosis-1.994511701
Mean0.4802
Median Absolute Deviation (MAD)0
Skewness0.07928596004
Sum2401
Variance0.2496578916
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
02599
52.0%
12401
48.0%
ValueCountFrequency (%)
02599
52.0%
12401
48.0%
ValueCountFrequency (%)
12401
48.0%
02599
52.0%

spoused
Real number (ℝ)

HIGH CORRELATION

Distinct22
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.1128
Minimum-1
Maximum24
Zeros0
Zeros (%)0.0%
Negative2599
Negative (%)52.0%
Memory size39.2 KiB

Quantile statistics

Minimum-1
5-th percentile-1
Q1-1
median-1
Q314
95-th percentile18
Maximum24
Range25
Interquartile range (IQR)15

Descriptive statistics

Standard deviation7.743517842
Coefficient of variation (CV)1.266771012
Kurtosis-1.591980319
Mean6.1128
Median Absolute Deviation (MAD)0
Skewness0.3304298278
Sum30564
Variance59.96206857
MonotonicityNot monotonic
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
-12599
52.0%
13270
 
5.4%
14267
 
5.3%
15257
 
5.1%
12252
 
5.0%
16250
 
5.0%
11233
 
4.7%
17188
 
3.8%
10141
 
2.8%
18116
 
2.3%
Other values (12)427
 
8.5%
ValueCountFrequency (%)
-12599
52.0%
31
 
< 0.1%
54
 
0.1%
614
 
0.3%
736
 
0.7%
ValueCountFrequency (%)
243
 
0.1%
239
 
0.2%
2214
 
0.3%
2120
 
0.4%
2059
1.2%

spousedcat
Real number (ℝ)

HIGH CORRELATION

Distinct6
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.6414
Minimum-1
Maximum5
Zeros0
Zeros (%)0.0%
Negative2599
Negative (%)52.0%
Memory size39.2 KiB

Quantile statistics

Minimum-1
5-th percentile-1
Q1-1
median-1
Q32
95-th percentile4
Maximum5
Range6
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.886774503
Coefficient of variation (CV)2.9416503
Kurtosis-1.021888872
Mean0.6414
Median Absolute Deviation (MAD)0
Skewness0.6193166968
Sum3207
Variance3.559918024
MonotonicityNot monotonic
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
-12599
52.0%
2789
 
15.8%
1606
 
12.1%
3507
 
10.1%
4394
 
7.9%
5105
 
2.1%
ValueCountFrequency (%)
-12599
52.0%
1606
 
12.1%
2789
 
15.8%
3507
 
10.1%
4394
 
7.9%
ValueCountFrequency (%)
5105
 
2.1%
4394
7.9%
3507
10.1%
2789
15.8%
1606
12.1%

reside
Real number (ℝ≥0)

Distinct9
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.204
Minimum1
Maximum9
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum1
5-th percentile1
Q11
median2
Q33
95-th percentile5
Maximum9
Range8
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.393977272
Coefficient of variation (CV)0.6324760762
Kurtosis1.007473573
Mean2.204
Median Absolute Deviation (MAD)1
Skewness1.228809422
Sum11020
Variance1.943172635
MonotonicityNot monotonic
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
12035
40.7%
21467
29.3%
3552
 
11.0%
4521
 
10.4%
5288
 
5.8%
699
 
2.0%
729
 
0.6%
87
 
0.1%
92
 
< 0.1%
ValueCountFrequency (%)
12035
40.7%
21467
29.3%
3552
 
11.0%
4521
 
10.4%
5288
 
5.8%
ValueCountFrequency (%)
92
 
< 0.1%
87
 
0.1%
729
 
0.6%
699
 
2.0%
5288
5.8%

pets
Real number (ℝ≥0)

ZEROS

Distinct20
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.0674
Minimum0
Maximum21
Zeros1529
Zeros (%)30.6%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median2
Q35
95-th percentile10
Maximum21
Range21
Interquartile range (IQR)5

Descriptive statistics

Standard deviation3.414496888
Coefficient of variation (CV)1.113156709
Kurtosis0.895993109
Mean3.0674
Median Absolute Deviation (MAD)2
Skewness1.193780026
Sum15337
Variance11.658789
MonotonicityNot monotonic
Histogram with fixed size bins (bins=20)
ValueCountFrequency (%)
01529
30.6%
1780
15.6%
2586
 
11.7%
3376
 
7.5%
5298
 
6.0%
4284
 
5.7%
6256
 
5.1%
7246
 
4.9%
8178
 
3.6%
9170
 
3.4%
Other values (10)297
 
5.9%
ValueCountFrequency (%)
01529
30.6%
1780
15.6%
2586
 
11.7%
3376
 
7.5%
4284
 
5.7%
ValueCountFrequency (%)
211
 
< 0.1%
193
 
0.1%
181
 
< 0.1%
169
0.2%
1510
0.2%

pets_cats
Real number (ℝ≥0)

ZEROS

Distinct7
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.5004
Minimum0
Maximum6
Zeros3413
Zeros (%)68.3%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile2
Maximum6
Range6
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.8607833813
Coefficient of variation (CV)1.72019061
Kurtosis3.505584293
Mean0.5004
Median Absolute Deviation (MAD)0
Skewness1.880430439
Sum2502
Variance0.7409480296
MonotonicityNot monotonic
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
03413
68.3%
1923
 
18.5%
2463
 
9.3%
3160
 
3.2%
434
 
0.7%
55
 
0.1%
62
 
< 0.1%
ValueCountFrequency (%)
03413
68.3%
1923
 
18.5%
2463
 
9.3%
3160
 
3.2%
434
 
0.7%
ValueCountFrequency (%)
62
 
< 0.1%
55
 
0.1%
434
 
0.7%
3160
 
3.2%
2463
9.3%

pets_dogs
Real number (ℝ≥0)

ZEROS

Distinct7
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.3924
Minimum0
Maximum7
Zeros3762
Zeros (%)75.2%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile2
Maximum7
Range7
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.7960835319
Coefficient of variation (CV)2.028755178
Kurtosis5.87836191
Mean0.3924
Median Absolute Deviation (MAD)0
Skewness2.330117657
Sum1962
Variance0.6337489898
MonotonicityNot monotonic
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
03762
75.2%
1720
 
14.4%
2360
 
7.2%
3117
 
2.3%
436
 
0.7%
54
 
0.1%
71
 
< 0.1%
ValueCountFrequency (%)
03762
75.2%
1720
 
14.4%
2360
 
7.2%
3117
 
2.3%
436
 
0.7%
ValueCountFrequency (%)
71
 
< 0.1%
54
 
0.1%
436
 
0.7%
3117
 
2.3%
2360
7.2%

pets_birds
Real number (ℝ≥0)

ZEROS

Distinct6
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1104
Minimum0
Maximum5
Zeros4698
Zeros (%)94.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum5
Range5
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.4942273689
Coefficient of variation (CV)4.476697182
Kurtosis29.8226173
Mean0.1104
Median Absolute Deviation (MAD)0
Skewness5.246435978
Sum552
Variance0.2442606921
MonotonicityNot monotonic
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
04698
94.0%
1144
 
2.9%
288
 
1.8%
349
 
1.0%
420
 
0.4%
51
 
< 0.1%
ValueCountFrequency (%)
04698
94.0%
1144
 
2.9%
288
 
1.8%
349
 
1.0%
420
 
0.4%
ValueCountFrequency (%)
51
 
< 0.1%
420
 
0.4%
349
 
1.0%
288
1.8%
1144
2.9%

pets_reptiles
Real number (ℝ≥0)

ZEROS

Distinct7
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0556
Minimum0
Maximum6
Zeros4818
Zeros (%)96.4%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum6
Range6
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.325775791
Coefficient of variation (CV)5.859276816
Kurtosis72.82864835
Mean0.0556
Median Absolute Deviation (MAD)0
Skewness7.586118061
Sum278
Variance0.106129866
MonotonicityNot monotonic
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
04818
96.4%
1114
 
2.3%
246
 
0.9%
319
 
0.4%
61
 
< 0.1%
51
 
< 0.1%
41
 
< 0.1%
ValueCountFrequency (%)
04818
96.4%
1114
 
2.3%
246
 
0.9%
319
 
0.4%
41
 
< 0.1%
ValueCountFrequency (%)
61
 
< 0.1%
51
 
< 0.1%
41
 
< 0.1%
319
0.4%
246
0.9%

pets_small
Real number (ℝ≥0)

ZEROS

Distinct8
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1146
Minimum0
Maximum7
Zeros4749
Zeros (%)95.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum7
Range7
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.5687983354
Coefficient of variation (CV)4.96333626
Kurtosis39.15415145
Mean0.1146
Median Absolute Deviation (MAD)0
Skewness5.908675747
Sum573
Variance0.3235315463
MonotonicityNot monotonic
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
04749
95.0%
283
 
1.7%
178
 
1.6%
350
 
1.0%
426
 
0.5%
510
 
0.2%
63
 
0.1%
71
 
< 0.1%
ValueCountFrequency (%)
04749
95.0%
178
 
1.6%
283
 
1.7%
350
 
1.0%
426
 
0.5%
ValueCountFrequency (%)
71
 
< 0.1%
63
 
0.1%
510
 
0.2%
426
0.5%
350
1.0%

pets_saltfish
Real number (ℝ≥0)

ZEROS

Distinct9
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0466
Minimum0
Maximum8
Zeros4942
Zeros (%)98.8%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum8
Range8
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.4695450293
Coefficient of variation (CV)10.07607359
Kurtosis133.344304
Mean0.0466
Median Absolute Deviation (MAD)0
Skewness11.19356771
Sum233
Variance0.2204725345
MonotonicityNot monotonic
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
04942
98.8%
311
 
0.2%
611
 
0.2%
211
 
0.2%
410
 
0.2%
58
 
0.2%
73
 
0.1%
13
 
0.1%
81
 
< 0.1%
ValueCountFrequency (%)
04942
98.8%
13
 
0.1%
211
 
0.2%
311
 
0.2%
410
 
0.2%
ValueCountFrequency (%)
81
 
< 0.1%
73
 
0.1%
611
0.2%
58
0.2%
410
0.2%

pets_freshfish
Real number (ℝ≥0)

ZEROS

Distinct17
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.8474
Minimum0
Maximum16
Zeros3462
Zeros (%)69.2%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q34
95-th percentile8
Maximum16
Range16
Interquartile range (IQR)4

Descriptive statistics

Standard deviation3.074801477
Coefficient of variation (CV)1.664394001
Kurtosis1.034373422
Mean1.8474
Median Absolute Deviation (MAD)0
Skewness1.45517328
Sum9237
Variance9.454404121
MonotonicityNot monotonic
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
03462
69.2%
5261
 
5.2%
6251
 
5.0%
7229
 
4.6%
4222
 
4.4%
8134
 
2.7%
3130
 
2.6%
9110
 
2.2%
263
 
1.3%
1054
 
1.1%
Other values (7)84
 
1.7%
ValueCountFrequency (%)
03462
69.2%
117
 
0.3%
263
 
1.3%
3130
 
2.6%
4222
 
4.4%
ValueCountFrequency (%)
161
 
< 0.1%
155
 
0.1%
144
 
0.1%
134
 
0.1%
1218
0.4%

homeown
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.6296
Minimum0
Maximum1
Zeros1852
Zeros (%)37.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.482960133
Coefficient of variation (CV)0.7670904273
Kurtosis-1.712418123
Mean0.6296
Median Absolute Deviation (MAD)0
Skewness-0.5369050233
Sum3148
Variance0.2332504901
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
13148
63.0%
01852
37.0%
ValueCountFrequency (%)
01852
37.0%
13148
63.0%
ValueCountFrequency (%)
13148
63.0%
01852
37.0%

hometype
Real number (ℝ≥0)

Distinct4
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.8426
Minimum1
Maximum4
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum1
5-th percentile1
Q11
median2
Q32
95-th percentile4
Maximum4
Range3
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.9167296868
Coefficient of variation (CV)0.497519639
Kurtosis-0.4341461828
Mean1.8426
Median Absolute Deviation (MAD)1
Skewness0.7694693057
Sum9213
Variance0.8403933187
MonotonicityNot monotonic
Histogram with fixed size bins (bins=4)
ValueCountFrequency (%)
12265
45.3%
21548
31.0%
3896
 
17.9%
4291
 
5.8%
ValueCountFrequency (%)
12265
45.3%
21548
31.0%
3896
 
17.9%
4291
 
5.8%
ValueCountFrequency (%)
4291
 
5.8%
3896
 
17.9%
21548
31.0%
12265
45.3%

address
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct57
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean16.4024
Minimum0
Maximum57
Zeros245
Zeros (%)4.9%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile1
Q16
median14
Q325
95-th percentile40
Maximum57
Range57
Interquartile range (IQR)19

Descriptive statistics

Standard deviation12.39748417
Coefficient of variation (CV)0.755833547
Kurtosis-0.2296738333
Mean16.4024
Median Absolute Deviation (MAD)9
Skewness0.7065456231
Sum82012
Variance153.6976138
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0245
 
4.9%
2196
 
3.9%
4195
 
3.9%
5177
 
3.5%
3172
 
3.4%
1169
 
3.4%
8169
 
3.4%
7166
 
3.3%
12166
 
3.3%
6163
 
3.3%
Other values (47)3182
63.6%
ValueCountFrequency (%)
0245
4.9%
1169
3.4%
2196
3.9%
3172
3.4%
4195
3.9%
ValueCountFrequency (%)
573
0.1%
555
0.1%
541
 
< 0.1%
536
0.1%
527
0.1%

addresscat
Real number (ℝ≥0)

HIGH CORRELATION

Distinct5
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.272
Minimum1
Maximum5
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q34
95-th percentile5
Maximum5
Range4
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.319986543
Coefficient of variation (CV)0.40341887
Kurtosis-1.076601118
Mean3.272
Median Absolute Deviation (MAD)1
Skewness-0.2232780974
Sum16360
Variance1.742364473
MonotonicityNot monotonic
Histogram with fixed size bins (bins=5)
ValueCountFrequency (%)
31221
24.4%
51157
23.1%
41139
22.8%
2873
17.5%
1610
12.2%
ValueCountFrequency (%)
1610
12.2%
2873
17.5%
31221
24.4%
41139
22.8%
51157
23.1%
ValueCountFrequency (%)
51157
23.1%
41139
22.8%
31221
24.4%
2873
17.5%
1610
12.2%

cars
Real number (ℝ≥0)

ZEROS

Distinct9
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.1306
Minimum0
Maximum8
Zeros497
Zeros (%)9.9%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q11
median2
Q33
95-th percentile4
Maximum8
Range8
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.307472958
Coefficient of variation (CV)0.6136642065
Kurtosis0.3283876837
Mean2.1306
Median Absolute Deviation (MAD)1
Skewness0.5017223598
Sum10653
Variance1.709485537
MonotonicityNot monotonic
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
21607
32.1%
11119
22.4%
31082
21.6%
0497
 
9.9%
4481
 
9.6%
5149
 
3.0%
651
 
1.0%
713
 
0.3%
81
 
< 0.1%
ValueCountFrequency (%)
0497
 
9.9%
11119
22.4%
21607
32.1%
31082
21.6%
4481
 
9.6%
ValueCountFrequency (%)
81
 
< 0.1%
713
 
0.3%
651
 
1.0%
5149
 
3.0%
4481
9.6%

carown
Real number (ℝ)

ZEROS

Distinct3
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.6414
Minimum-1
Maximum1
Zeros799
Zeros (%)16.0%
Negative497
Negative (%)9.9%
Memory size39.2 KiB

Quantile statistics

Minimum-1
5-th percentile-1
Q10
median1
Q31
95-th percentile1
Maximum1
Range2
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.6548983267
Coefficient of variation (CV)1.021045099
Kurtosis1.139987247
Mean0.6414
Median Absolute Deviation (MAD)0
Skewness-1.594433522
Sum3207
Variance0.4288918184
MonotonicityNot monotonic
Histogram with fixed size bins (bins=3)
ValueCountFrequency (%)
13704
74.1%
0799
 
16.0%
-1497
 
9.9%
ValueCountFrequency (%)
-1497
 
9.9%
0799
 
16.0%
13704
74.1%
ValueCountFrequency (%)
13704
74.1%
0799
 
16.0%
-1497
 
9.9%

cartype
Real number (ℝ)

ZEROS

Distinct3
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.3438
Minimum-1
Maximum1
Zeros2287
Zeros (%)45.7%
Negative497
Negative (%)9.9%
Memory size39.2 KiB

Quantile statistics

Minimum-1
5-th percentile-1
Q10
median0
Q31
95-th percentile1
Maximum1
Range2
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.6515262522
Coefficient of variation (CV)1.89507345
Kurtosis-0.7082132002
Mean0.3438
Median Absolute Deviation (MAD)1
Skewness-0.4868498236
Sum1719
Variance0.4244864573
MonotonicityNot monotonic
Histogram with fixed size bins (bins=3)
ValueCountFrequency (%)
02287
45.7%
12216
44.3%
-1497
 
9.9%
ValueCountFrequency (%)
-1497
 
9.9%
02287
45.7%
12216
44.3%
ValueCountFrequency (%)
12216
44.3%
02287
45.7%
-1497
 
9.9%

carvalue
Real number (ℝ)

Distinct801
Distinct (%)16.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean23.23258
Minimum-1
Maximum99.6
Zeros0
Zeros (%)0.0%
Negative497
Negative (%)9.9%
Memory size39.2 KiB

Quantile statistics

Minimum-1
5-th percentile-1
Q19.2
median17
Q331.1
95-th percentile72
Maximum99.6
Range100.6
Interquartile range (IQR)21.9

Descriptive statistics

Standard deviation21.2316367
Coefficient of variation (CV)0.9138733925
Kurtosis1.951706615
Mean23.23258
Median Absolute Deviation (MAD)9.6
Skewness1.474026141
Sum116162.9
Variance450.782397
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-1497
 
9.9%
9.825
 
0.5%
13.524
 
0.5%
6.324
 
0.5%
10.223
 
0.5%
1323
 
0.5%
11.422
 
0.4%
9.122
 
0.4%
9.222
 
0.4%
9.922
 
0.4%
Other values (791)4296
85.9%
ValueCountFrequency (%)
-1497
9.9%
2.21
 
< 0.1%
2.31
 
< 0.1%
2.41
 
< 0.1%
2.51
 
< 0.1%
ValueCountFrequency (%)
99.61
 
< 0.1%
99.21
 
< 0.1%
98.81
 
< 0.1%
98.54
0.1%
98.21
 
< 0.1%

carcatvalue
Real number (ℝ)

Distinct4
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.3894
Minimum-1
Maximum3
Zeros0
Zeros (%)0.0%
Negative497
Negative (%)9.9%
Memory size39.2 KiB

Quantile statistics

Minimum-1
5-th percentile-1
Q11
median1
Q32
95-th percentile3
Maximum3
Range4
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.081296204
Coefficient of variation (CV)0.7782468719
Kurtosis0.2306393646
Mean1.3894
Median Absolute Deviation (MAD)1
Skewness-0.4964276085
Sum6947
Variance1.16920148
MonotonicityNot monotonic
Histogram with fixed size bins (bins=4)
ValueCountFrequency (%)
12399
48.0%
21267
25.3%
3837
 
16.7%
-1497
 
9.9%
ValueCountFrequency (%)
-1497
 
9.9%
12399
48.0%
21267
25.3%
3837
 
16.7%
ValueCountFrequency (%)
3837
 
16.7%
21267
25.3%
12399
48.0%
-1497
 
9.9%

carbought
Real number (ℝ)

ZEROS

Distinct3
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.221
Minimum-1
Maximum1
Zeros2901
Zeros (%)58.0%
Negative497
Negative (%)9.9%
Memory size39.2 KiB

Quantile statistics

Minimum-1
5-th percentile-1
Q10
median0
Q31
95-th percentile1
Maximum1
Range2
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.6091249516
Coefficient of variation (CV)2.7562215
Kurtosis-0.5264033985
Mean0.221
Median Absolute Deviation (MAD)0
Skewness-0.1582311869
Sum1105
Variance0.3710332066
MonotonicityNot monotonic
Histogram with fixed size bins (bins=3)
ValueCountFrequency (%)
02901
58.0%
11602
32.0%
-1497
 
9.9%
ValueCountFrequency (%)
-1497
 
9.9%
02901
58.0%
11602
32.0%
ValueCountFrequency (%)
11602
32.0%
02901
58.0%
-1497
 
9.9%

carbuy
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.361
Minimum0
Maximum1
Zeros3195
Zeros (%)63.9%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.4803385733
Coefficient of variation (CV)1.330577765
Kurtosis-1.665436881
Mean0.361
Median Absolute Deviation (MAD)0
Skewness0.578990029
Sum1805
Variance0.230725145
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
03195
63.9%
11805
36.1%
ValueCountFrequency (%)
03195
63.9%
11805
36.1%
ValueCountFrequency (%)
11805
36.1%
03195
63.9%

commute
Real number (ℝ≥0)

HIGH CORRELATION

Distinct10
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.9962
Minimum1
Maximum10
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum1
5-th percentile1
Q11
median1
Q34
95-th percentile8
Maximum10
Range9
Interquartile range (IQR)3

Descriptive statistics

Standard deviation2.743517986
Coefficient of variation (CV)0.9156658386
Kurtosis-0.04557220383
Mean2.9962
Median Absolute Deviation (MAD)0
Skewness1.127698726
Sum14981
Variance7.526890938
MonotonicityNot monotonic
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
12855
57.1%
4635
 
12.7%
8585
 
11.7%
5302
 
6.0%
3295
 
5.9%
10153
 
3.1%
756
 
1.1%
250
 
1.0%
644
 
0.9%
925
 
0.5%
ValueCountFrequency (%)
12855
57.1%
250
 
1.0%
3295
 
5.9%
4635
 
12.7%
5302
 
6.0%
ValueCountFrequency (%)
10153
 
3.1%
925
 
0.5%
8585
11.7%
756
 
1.1%
644
 
0.9%

commutecat
Real number (ℝ≥0)

HIGH CORRELATION

Distinct5
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.9734
Minimum1
Maximum5
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum1
5-th percentile1
Q11
median1
Q33
95-th percentile4
Maximum5
Range4
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.258971581
Coefficient of variation (CV)0.6379708022
Kurtosis-0.7879110342
Mean1.9734
Median Absolute Deviation (MAD)0
Skewness0.8190792752
Sum9867
Variance1.585009442
MonotonicityNot monotonic
Histogram with fixed size bins (bins=5)
ValueCountFrequency (%)
12905
58.1%
3981
 
19.6%
4666
 
13.3%
2295
 
5.9%
5153
 
3.1%
ValueCountFrequency (%)
12905
58.1%
2295
 
5.9%
3981
 
19.6%
4666
 
13.3%
5153
 
3.1%
ValueCountFrequency (%)
5153
 
3.1%
4666
 
13.3%
3981
 
19.6%
2295
 
5.9%
12905
58.1%

commutetime
Real number (ℝ≥0)

Distinct41
Distinct (%)0.8%
Missing2
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean25.34553822
Minimum8
Maximum48
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum8
5-th percentile16
Q121
median25
Q329
95-th percentile35
Maximum48
Range40
Interquartile range (IQR)8

Descriptive statistics

Standard deviation5.879148725
Coefficient of variation (CV)0.2319599085
Kurtosis0.1348687314
Mean25.34553822
Median Absolute Deviation (MAD)4
Skewness0.2902796332
Sum126677
Variance34.56438973
MonotonicityNot monotonic
Histogram with fixed size bins (bins=41)
ValueCountFrequency (%)
24336
 
6.7%
23335
 
6.7%
27331
 
6.6%
25330
 
6.6%
22325
 
6.5%
26311
 
6.2%
21307
 
6.1%
28293
 
5.9%
29260
 
5.2%
30226
 
4.5%
Other values (31)1944
38.9%
ValueCountFrequency (%)
81
 
< 0.1%
96
 
0.1%
104
 
0.1%
119
0.2%
1222
0.4%
ValueCountFrequency (%)
481
 
< 0.1%
471
 
< 0.1%
466
0.1%
454
0.1%
444
0.1%

commutecar
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.679
Minimum0
Maximum1
Zeros1605
Zeros (%)32.1%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.466907486
Coefficient of variation (CV)0.6876398911
Kurtosis-1.41219319
Mean0.679
Median Absolute Deviation (MAD)0
Skewness-0.7670540054
Sum3395
Variance0.2180026005
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
13395
67.9%
01605
32.1%
ValueCountFrequency (%)
01605
32.1%
13395
67.9%
ValueCountFrequency (%)
13395
67.9%
01605
32.1%

commutemotorcycle
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1026
Minimum0
Maximum1
Zeros4487
Zeros (%)89.7%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.3034660744
Coefficient of variation (CV)2.95775901
Kurtosis4.866984363
Mean0.1026
Median Absolute Deviation (MAD)0
Skewness2.620121701
Sum513
Variance0.09209165833
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
04487
89.7%
1513
 
10.3%
ValueCountFrequency (%)
04487
89.7%
1513
 
10.3%
ValueCountFrequency (%)
1513
 
10.3%
04487
89.7%

commutecarpool
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.2718
Minimum0
Maximum1
Zeros3641
Zeros (%)72.8%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.4449318519
Coefficient of variation (CV)1.636982531
Kurtosis-0.9473223251
Mean0.2718
Median Absolute Deviation (MAD)0
Skewness1.026185541
Sum1359
Variance0.1979643529
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
03641
72.8%
11359
 
27.2%
ValueCountFrequency (%)
03641
72.8%
11359
 
27.2%
ValueCountFrequency (%)
11359
 
27.2%
03641
72.8%

commutebus
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.406
Minimum0
Maximum1
Zeros2970
Zeros (%)59.4%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.4911336299
Coefficient of variation (CV)1.209688744
Kurtosis-1.854097948
Mean0.406
Median Absolute Deviation (MAD)0
Skewness0.3829410544
Sum2030
Variance0.2412122424
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
02970
59.4%
12030
40.6%
ValueCountFrequency (%)
02970
59.4%
12030
40.6%
ValueCountFrequency (%)
12030
40.6%
02970
59.4%

commuterail
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.2746
Minimum0
Maximum1
Zeros3627
Zeros (%)72.5%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.4463571294
Coefficient of variation (CV)1.62548117
Kurtosis-0.979569172
Mean0.2746
Median Absolute Deviation (MAD)0
Skewness1.010357766
Sum1373
Variance0.1992346869
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
03627
72.5%
11373
 
27.5%
ValueCountFrequency (%)
03627
72.5%
11373
 
27.5%
ValueCountFrequency (%)
11373
 
27.5%
03627
72.5%

commutepublic
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0954
Minimum0
Maximum1
Zeros4523
Zeros (%)90.5%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.2937960232
Coefficient of variation (CV)3.079622884
Kurtosis5.594433898
Mean0.0954
Median Absolute Deviation (MAD)0
Skewness2.755394034
Sum477
Variance0.08631610322
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
04523
90.5%
1477
 
9.5%
ValueCountFrequency (%)
04523
90.5%
1477
 
9.5%
ValueCountFrequency (%)
1477
 
9.5%
04523
90.5%

commutebike
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1234
Minimum0
Maximum1
Zeros4383
Zeros (%)87.7%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.3289286835
Coefficient of variation (CV)2.665548488
Kurtosis3.248946673
Mean0.1234
Median Absolute Deviation (MAD)0
Skewness2.290774379
Sum617
Variance0.1081940788
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
04383
87.7%
1617
 
12.3%
ValueCountFrequency (%)
04383
87.7%
1617
 
12.3%
ValueCountFrequency (%)
1617
 
12.3%
04383
87.7%

commutewalk
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.3838
Minimum0
Maximum1
Zeros3081
Zeros (%)61.6%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.4863587863
Coefficient of variation (CV)1.267219349
Kurtosis-1.772198508
Mean0.3838
Median Absolute Deviation (MAD)0
Skewness0.4780277519
Sum1919
Variance0.236544869
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
03081
61.6%
11919
38.4%
ValueCountFrequency (%)
03081
61.6%
11919
38.4%
ValueCountFrequency (%)
11919
38.4%
03081
61.6%

commutenonmotor
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0584
Minimum0
Maximum1
Zeros4708
Zeros (%)94.2%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.2345217263
Coefficient of variation (CV)4.015782984
Kurtosis12.19870481
Mean0.0584
Median Absolute Deviation (MAD)0
Skewness3.767469375
Sum292
Variance0.05500044009
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
04708
94.2%
1292
 
5.8%
ValueCountFrequency (%)
04708
94.2%
1292
 
5.8%
ValueCountFrequency (%)
1292
 
5.8%
04708
94.2%

telecommute
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.188
Minimum0
Maximum1
Zeros4060
Zeros (%)81.2%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.3907512474
Coefficient of variation (CV)2.078464082
Kurtosis0.5524280632
Mean0.188
Median Absolute Deviation (MAD)0
Skewness1.59756291
Sum940
Variance0.1526865373
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
04060
81.2%
1940
 
18.8%
ValueCountFrequency (%)
04060
81.2%
1940
 
18.8%
ValueCountFrequency (%)
1940
 
18.8%
04060
81.2%

reason
Real number (ℝ≥0)

Distinct5
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.6368
Minimum1
Maximum9
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum1
5-th percentile1
Q19
median9
Q39
95-th percentile9
Maximum9
Range8
Interquartile range (IQR)0

Descriptive statistics

Standard deviation2.8500018
Coefficient of variation (CV)0.3731931962
Kurtosis0.8480470924
Mean7.6368
Median Absolute Deviation (MAD)0
Skewness-1.658556525
Sum38184
Variance8.122510262
MonotonicityNot monotonic
Histogram with fixed size bins (bins=5)
ValueCountFrequency (%)
94052
81.0%
1447
 
8.9%
2339
 
6.8%
4105
 
2.1%
357
 
1.1%
ValueCountFrequency (%)
1447
 
8.9%
2339
 
6.8%
357
 
1.1%
4105
 
2.1%
94052
81.0%
ValueCountFrequency (%)
94052
81.0%
4105
 
2.1%
357
 
1.1%
2339
 
6.8%
1447
 
8.9%

polview
Real number (ℝ≥0)

Distinct7
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.0886
Minimum1
Maximum7
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum1
5-th percentile2
Q13
median4
Q35
95-th percentile6
Maximum7
Range6
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.387059778
Coefficient of variation (CV)0.3392505449
Kurtosis-0.5311967079
Mean4.0886
Median Absolute Deviation (MAD)1
Skewness-0.1983400055
Sum20443
Variance1.923934827
MonotonicityNot monotonic
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
41733
34.7%
5893
17.9%
6843
16.9%
3659
 
13.2%
2623
 
12.5%
1163
 
3.3%
786
 
1.7%
ValueCountFrequency (%)
1163
 
3.3%
2623
 
12.5%
3659
 
13.2%
41733
34.7%
5893
17.9%
ValueCountFrequency (%)
786
 
1.7%
6843
16.9%
5893
17.9%
41733
34.7%
3659
 
13.2%

polparty
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.3814
Minimum0
Maximum1
Zeros3093
Zeros (%)61.9%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.4857789994
Coefficient of variation (CV)1.273673307
Kurtosis-1.762089083
Mean0.3814
Median Absolute Deviation (MAD)0
Skewness0.4884832779
Sum1907
Variance0.2359812362
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
03093
61.9%
11907
38.1%
ValueCountFrequency (%)
03093
61.9%
11907
38.1%
ValueCountFrequency (%)
11907
38.1%
03093
61.9%

polcontrib
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.2384
Minimum0
Maximum1
Zeros3808
Zeros (%)76.2%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.4261475805
Coefficient of variation (CV)1.787531797
Kurtosis-0.4916356554
Mean0.2384
Median Absolute Deviation (MAD)0
Skewness1.228234977
Sum1192
Variance0.1816017604
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
03808
76.2%
11192
 
23.8%
ValueCountFrequency (%)
03808
76.2%
11192
 
23.8%
ValueCountFrequency (%)
11192
 
23.8%
03808
76.2%

vote
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.518
Minimum0
Maximum1
Zeros2410
Zeros (%)48.2%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.49972587
Coefficient of variation (CV)0.9647217568
Kurtosis-1.995604559
Mean0.518
Median Absolute Deviation (MAD)0
Skewness-0.0720683237
Sum2590
Variance0.2497259452
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
12590
51.8%
02410
48.2%
ValueCountFrequency (%)
02410
48.2%
12590
51.8%
ValueCountFrequency (%)
12590
51.8%
02410
48.2%

card
Real number (ℝ≥0)

Distinct5
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.7142
Minimum1
Maximum5
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q34
95-th percentile4
Maximum5
Range4
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.184904705
Coefficient of variation (CV)0.4365576247
Kurtosis-1.111220712
Mean2.7142
Median Absolute Deviation (MAD)1
Skewness0.01533298718
Sum13571
Variance1.40399916
MonotonicityNot monotonic
Histogram with fixed size bins (bins=5)
ValueCountFrequency (%)
41344
26.9%
21247
24.9%
31200
24.0%
1986
19.7%
5223
 
4.5%
ValueCountFrequency (%)
1986
19.7%
21247
24.9%
31200
24.0%
41344
26.9%
5223
 
4.5%
ValueCountFrequency (%)
5223
 
4.5%
41344
26.9%
31200
24.0%
21247
24.9%
1986
19.7%

cardtype
Real number (ℝ≥0)

Distinct4
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.507
Minimum1
Maximum4
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q34
95-th percentile4
Maximum4
Range3
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.118481649
Coefficient of variation (CV)0.4461434581
Kurtosis-1.360840648
Mean2.507
Median Absolute Deviation (MAD)1
Skewness-0.009808556919
Sum12535
Variance1.2510012
MonotonicityNot monotonic
Histogram with fixed size bins (bins=4)
ValueCountFrequency (%)
41260
25.2%
31257
25.1%
11242
24.8%
21241
24.8%
ValueCountFrequency (%)
11242
24.8%
21241
24.8%
31257
25.1%
41260
25.2%
ValueCountFrequency (%)
41260
25.2%
31257
25.1%
21241
24.8%
11242
24.8%

cardbenefit
Real number (ℝ≥0)

Distinct4
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.5058
Minimum1
Maximum4
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q33.25
95-th percentile4
Maximum4
Range3
Interquartile range (IQR)1.25

Descriptive statistics

Standard deviation1.117235876
Coefficient of variation (CV)0.4458599554
Kurtosis-1.357923451
Mean2.5058
Median Absolute Deviation (MAD)1
Skewness-0.01238761783
Sum12529
Variance1.248216003
MonotonicityNot monotonic
Histogram with fixed size bins (bins=4)
ValueCountFrequency (%)
31274
25.5%
41250
25.0%
11245
24.9%
21231
24.6%
ValueCountFrequency (%)
11245
24.9%
21231
24.6%
31274
25.5%
41250
25.0%
ValueCountFrequency (%)
41250
25.0%
31274
25.5%
21231
24.6%
11245
24.9%

cardfee
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1898
Minimum0
Maximum1
Zeros4051
Zeros (%)81.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.3921820003
Coefficient of variation (CV)2.066290834
Kurtosis0.5046713338
Mean0.1898
Median Absolute Deviation (MAD)0
Skewness1.582551619
Sum949
Variance0.1538067213
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
04051
81.0%
1949
 
19.0%
ValueCountFrequency (%)
04051
81.0%
1949
 
19.0%
ValueCountFrequency (%)
1949
 
19.0%
04051
81.0%

cardtenure
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct41
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean16.6558
Minimum0
Maximum40
Zeros91
Zeros (%)1.8%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile1
Q16
median14
Q326
95-th percentile38
Maximum40
Range40
Interquartile range (IQR)20

Descriptive statistics

Standard deviation12.02095783
Coefficient of variation (CV)0.7217280362
Kurtosis-1.056112126
Mean16.6558
Median Absolute Deviation (MAD)9
Skewness0.4293605803
Sum83279
Variance144.503427
MonotonicityNot monotonic
Histogram with fixed size bins (bins=41)
ValueCountFrequency (%)
3246
 
4.9%
1228
 
4.6%
2220
 
4.4%
4193
 
3.9%
5188
 
3.8%
6176
 
3.5%
7163
 
3.3%
11158
 
3.2%
8158
 
3.2%
9153
 
3.1%
Other values (31)3117
62.3%
ValueCountFrequency (%)
091
 
1.8%
1228
4.6%
2220
4.4%
3246
4.9%
4193
3.9%
ValueCountFrequency (%)
40126
2.5%
39113
2.3%
3898
2.0%
3783
1.7%
3672
1.4%

cardtenurecat
Real number (ℝ≥0)

HIGH CORRELATION

Distinct5
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.7822
Minimum1
Maximum5
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum1
5-th percentile1
Q13
median4
Q35
95-th percentile5
Maximum5
Range4
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.353783478
Coefficient of variation (CV)0.3579354551
Kurtosis-1.026585927
Mean3.7822
Median Absolute Deviation (MAD)1
Skewness-0.6282395814
Sum18911
Variance1.832729706
MonotonicityNot monotonic
Histogram with fixed size bins (bins=5)
ValueCountFrequency (%)
52351
47.0%
2847
 
16.9%
3789
 
15.8%
4694
 
13.9%
1319
 
6.4%
ValueCountFrequency (%)
1319
 
6.4%
2847
 
16.9%
3789
 
15.8%
4694
 
13.9%
52351
47.0%
ValueCountFrequency (%)
52351
47.0%
4694
 
13.9%
3789
 
15.8%
2847
 
16.9%
1319
 
6.4%

card2
Real number (ℝ≥0)

Distinct5
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.7744
Minimum1
Maximum5
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q34
95-th percentile5
Maximum5
Range4
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.173447926
Coefficient of variation (CV)0.4229555675
Kurtosis-0.9179101004
Mean2.7744
Median Absolute Deviation (MAD)1
Skewness0.08473611575
Sum13872
Variance1.376980036
MonotonicityNot monotonic
Histogram with fixed size bins (bins=5)
ValueCountFrequency (%)
31384
27.7%
21301
26.0%
41141
22.8%
1829
16.6%
5345
 
6.9%
ValueCountFrequency (%)
1829
16.6%
21301
26.0%
31384
27.7%
41141
22.8%
5345
 
6.9%
ValueCountFrequency (%)
5345
 
6.9%
41141
22.8%
31384
27.7%
21301
26.0%
1829
16.6%

card2type
Real number (ℝ≥0)

Distinct4
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.5412
Minimum1
Maximum4
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q34
95-th percentile4
Maximum4
Range3
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.11881764
Coefficient of variation (CV)0.4402713834
Kurtosis-1.360135281
Mean2.5412
Median Absolute Deviation (MAD)1
Skewness-0.04748042762
Sum12706
Variance1.251752911
MonotonicityNot monotonic
Histogram with fixed size bins (bins=4)
ValueCountFrequency (%)
41319
26.4%
31257
25.1%
21235
24.7%
11189
23.8%
ValueCountFrequency (%)
11189
23.8%
21235
24.7%
31257
25.1%
41319
26.4%
ValueCountFrequency (%)
41319
26.4%
31257
25.1%
21235
24.7%
11189
23.8%

card2benefit
Real number (ℝ≥0)

Distinct4
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.534
Minimum1
Maximum4
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q34
95-th percentile4
Maximum4
Range3
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.117270629
Coefficient of variation (CV)0.4409118505
Kurtosis-1.356192447
Mean2.534
Median Absolute Deviation (MAD)1
Skewness-0.04651864828
Sum12670
Variance1.248293659
MonotonicityNot monotonic
Histogram with fixed size bins (bins=4)
ValueCountFrequency (%)
41294
25.9%
31286
25.7%
21216
24.3%
11204
24.1%
ValueCountFrequency (%)
11204
24.1%
21216
24.3%
31286
25.7%
41294
25.9%
ValueCountFrequency (%)
41294
25.9%
31286
25.7%
21216
24.3%
11204
24.1%

card2fee
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1872
Minimum0
Maximum1
Zeros4064
Zeros (%)81.3%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.3901110064
Coefficient of variation (CV)2.083926316
Kurtosis0.5739688707
Mean0.1872
Median Absolute Deviation (MAD)0
Skewness1.604287831
Sum936
Variance0.1521865973
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
04064
81.3%
1936
 
18.7%
ValueCountFrequency (%)
04064
81.3%
1936
 
18.7%
ValueCountFrequency (%)
1936
 
18.7%
04064
81.3%

card2tenure
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct31
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean13.0844
Minimum0
Maximum30
Zeros89
Zeros (%)1.8%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile1
Q15
median12
Q321
95-th percentile29
Maximum30
Range30
Interquartile range (IQR)16

Descriptive statistics

Standard deviation9.119402905
Coefficient of variation (CV)0.696967603
Kurtosis-1.133717358
Mean13.0844
Median Absolute Deviation (MAD)8
Skewness0.3516751981
Sum65422
Variance83.16350934
MonotonicityNot monotonic
Histogram with fixed size bins (bins=31)
ValueCountFrequency (%)
2304
 
6.1%
1276
 
5.5%
3259
 
5.2%
4250
 
5.0%
6208
 
4.2%
5206
 
4.1%
7200
 
4.0%
10181
 
3.6%
30178
 
3.6%
8177
 
3.5%
Other values (21)2761
55.2%
ValueCountFrequency (%)
089
 
1.8%
1276
5.5%
2304
6.1%
3259
5.2%
4250
5.0%
ValueCountFrequency (%)
30178
3.6%
29156
3.1%
28137
2.7%
27100
2.0%
26120
2.4%

card2tenurecat
Real number (ℝ≥0)

HIGH CORRELATION

Distinct5
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.5714
Minimum1
Maximum5
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum1
5-th percentile1
Q12
median4
Q35
95-th percentile5
Maximum5
Range4
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.363845319
Coefficient of variation (CV)0.3818797444
Kurtosis-1.247495334
Mean3.5714
Median Absolute Deviation (MAD)1
Skewness-0.3681815234
Sum17857
Variance1.860074055
MonotonicityNot monotonic
Histogram with fixed size bins (bins=5)
ValueCountFrequency (%)
51923
38.5%
21019
20.4%
3933
18.7%
4760
 
15.2%
1365
 
7.3%
ValueCountFrequency (%)
1365
 
7.3%
21019
20.4%
3933
18.7%
4760
 
15.2%
51923
38.5%
ValueCountFrequency (%)
51923
38.5%
4760
 
15.2%
3933
18.7%
21019
20.4%
1365
 
7.3%

active
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.466
Minimum0
Maximum1
Zeros2670
Zeros (%)53.4%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.4988925523
Coefficient of variation (CV)1.070584876
Kurtosis-1.982199962
Mean0.466
Median Absolute Deviation (MAD)0
Skewness0.136356437
Sum2330
Variance0.2488937788
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
02670
53.4%
12330
46.6%
ValueCountFrequency (%)
02670
53.4%
12330
46.6%
ValueCountFrequency (%)
12330
46.6%
02670
53.4%

bfast
Real number (ℝ≥0)

Distinct3
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.0586
Minimum1
Maximum3
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum1
5-th percentile1
Q11
median2
Q33
95-th percentile3
Maximum3
Range2
Interquartile range (IQR)2

Descriptive statistics

Standard deviation0.8295201388
Coefficient of variation (CV)0.402953531
Kurtosis-1.538520855
Mean2.0586
Median Absolute Deviation (MAD)1
Skewness-0.109642012
Sum10293
Variance0.6881036607
MonotonicityNot monotonic
Histogram with fixed size bins (bins=3)
ValueCountFrequency (%)
31875
37.5%
11582
31.6%
21543
30.9%
ValueCountFrequency (%)
11582
31.6%
21543
30.9%
31875
37.5%
ValueCountFrequency (%)
31875
37.5%
21543
30.9%
11582
31.6%

tenure
Real number (ℝ≥0)

HIGH CORRELATION

Distinct73
Distinct (%)1.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean38.2048
Minimum0
Maximum72
Zeros3
Zeros (%)0.1%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile4
Q118
median38
Q359
95-th percentile72
Maximum72
Range72
Interquartile range (IQR)41

Descriptive statistics

Standard deviation22.66188803
Coefficient of variation (CV)0.5931686079
Kurtosis-1.330461631
Mean38.2048
Median Absolute Deviation (MAD)21
Skewness-0.03634538348
Sum191024
Variance513.5611692
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
72251
 
5.0%
71147
 
2.9%
7098
 
2.0%
594
 
1.9%
6994
 
1.9%
988
 
1.8%
787
 
1.7%
281
 
1.6%
6479
 
1.6%
6879
 
1.6%
Other values (63)3902
78.0%
ValueCountFrequency (%)
03
 
0.1%
172
1.4%
281
1.6%
375
1.5%
471
1.4%
ValueCountFrequency (%)
72251
5.0%
71147
2.9%
7098
 
2.0%
6994
 
1.9%
6879
 
1.6%

churn
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.2532
Minimum0
Maximum1
Zeros3734
Zeros (%)74.7%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.4348880149
Coefficient of variation (CV)1.7175672
Kurtosis-0.711017382
Mean0.2532
Median Absolute Deviation (MAD)0
Skewness1.135459019
Sum1266
Variance0.1891275855
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
03734
74.7%
11266
 
25.3%
ValueCountFrequency (%)
03734
74.7%
11266
 
25.3%
ValueCountFrequency (%)
11266
 
25.3%
03734
74.7%

longmon
Real number (ℝ≥0)

HIGH CORRELATION

Distinct866
Distinct (%)17.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean13.47145
Minimum0.9
Maximum179.85
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0.9
5-th percentile2.9
Q15.7
median9.55
Q316.55
95-th percentile36.7575
Maximum179.85
Range178.95
Interquartile range (IQR)10.85

Descriptive statistics

Standard deviation12.77338116
Coefficient of variation (CV)0.9481816107
Kurtosis18.50338971
Mean13.47145
Median Absolute Deviation (MAD)4.625
Skewness3.271922723
Sum67357.25
Variance163.1592663
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
4.231
 
0.6%
529
 
0.6%
7.928
 
0.6%
5.6525
 
0.5%
7.525
 
0.5%
5.1524
 
0.5%
4.7524
 
0.5%
3.9524
 
0.5%
4.9524
 
0.5%
4.323
 
0.5%
Other values (856)4743
94.9%
ValueCountFrequency (%)
0.92
< 0.1%
0.951
< 0.1%
11
< 0.1%
1.051
< 0.1%
1.12
< 0.1%
ValueCountFrequency (%)
179.851
< 0.1%
140.21
< 0.1%
1301
< 0.1%
114.551
< 0.1%
113.751
< 0.1%

longten
Real number (ℝ≥0)

HIGH CORRELATION

Distinct4437
Distinct (%)88.8%
Missing3
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean708.8717531
Minimum0.9
Maximum13046.5
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0.9
5-th percentile12.62
Q1104.6
median350
Q3913.85
95-th percentile2567.65
Maximum13046.5
Range13045.6
Interquartile range (IQR)809.25

Descriptive statistics

Standard deviation979.2910723
Coefficient of variation (CV)1.381478481
Kurtosis16.98209333
Mean708.8717531
Median Absolute Deviation (MAD)298.9
Skewness3.215724003
Sum3542232.15
Variance959011.0043
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2.058
 
0.2%
2.66
 
0.1%
16.455
 
0.1%
14.35
 
0.1%
11.154
 
0.1%
289.754
 
0.1%
34.854
 
0.1%
70.44
 
0.1%
42.054
 
0.1%
1.44
 
0.1%
Other values (4427)4949
99.0%
ValueCountFrequency (%)
0.92
< 0.1%
0.951
< 0.1%
11
< 0.1%
1.11
< 0.1%
1.152
< 0.1%
ValueCountFrequency (%)
13046.51
< 0.1%
10252.351
< 0.1%
9356.651
< 0.1%
8293.351
< 0.1%
8178.61
< 0.1%

tollfree
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.4756
Minimum0
Maximum1
Zeros2622
Zeros (%)52.4%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.499454233
Coefficient of variation (CV)1.050156083
Kurtosis-1.991242426
Mean0.4756
Median Absolute Deviation (MAD)0
Skewness0.09774574842
Sum2378
Variance0.2494545309
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
02622
52.4%
12378
47.6%
ValueCountFrequency (%)
02622
52.4%
12378
47.6%
ValueCountFrequency (%)
12378
47.6%
02622
52.4%

tollmon
Real number (ℝ≥0)

ZEROS

Distinct235
Distinct (%)4.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean13.26445
Minimum0
Maximum173
Zeros2622
Zeros (%)52.4%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q324.5
95-th percentile43.5
Maximum173
Range173
Interquartile range (IQR)24.5

Descriptive statistics

Standard deviation16.31001784
Coefficient of variation (CV)1.229603779
Kurtosis2.31946961
Mean13.26445
Median Absolute Deviation (MAD)0
Skewness1.181604957
Sum66322.25
Variance266.016682
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
02622
52.4%
22.7533
 
0.7%
1833
 
0.7%
2432
 
0.6%
2331
 
0.6%
2230
 
0.6%
23.7530
 
0.6%
2029
 
0.6%
1929
 
0.6%
19.529
 
0.6%
Other values (225)2102
42.0%
ValueCountFrequency (%)
02622
52.4%
81
 
< 0.1%
8.52
 
< 0.1%
8.752
 
< 0.1%
91
 
< 0.1%
ValueCountFrequency (%)
1731
< 0.1%
101.751
< 0.1%
99.251
< 0.1%
94.751
< 0.1%
861
< 0.1%

tollten
Real number (ℝ≥0)

ZEROS

Distinct2323
Distinct (%)46.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean577.83251
Minimum0
Maximum6923.45
Zeros2622
Zeros (%)52.4%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q3885.45
95-th percentile2620.2125
Maximum6923.45
Range6923.45
Interquartile range (IQR)885.45

Descriptive statistics

Standard deviation949.1515863
Coefficient of variation (CV)1.642606759
Kurtosis4.879251859
Mean577.83251
Median Absolute Deviation (MAD)0
Skewness2.089870155
Sum2889162.55
Variance900888.7338
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
02622
52.4%
16.753
 
0.1%
1480.53
 
0.1%
103
 
0.1%
68.652
 
< 0.1%
423.22
 
< 0.1%
478.952
 
< 0.1%
17.752
 
< 0.1%
1325.82
 
< 0.1%
481.52
 
< 0.1%
Other values (2313)2357
47.1%
ValueCountFrequency (%)
02622
52.4%
8.751
 
< 0.1%
103
 
0.1%
10.51
 
< 0.1%
10.751
 
< 0.1%
ValueCountFrequency (%)
6923.451
< 0.1%
68431
< 0.1%
6763.81
< 0.1%
6196.51
< 0.1%
5646.451
< 0.1%

equip
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.3408
Minimum0
Maximum1
Zeros3296
Zeros (%)65.9%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.4740256323
Coefficient of variation (CV)1.390920283
Kurtosis-1.549086301
Mean0.3408
Median Absolute Deviation (MAD)0
Skewness0.6719624199
Sum1704
Variance0.2247003001
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
03296
65.9%
11704
34.1%
ValueCountFrequency (%)
03296
65.9%
11704
34.1%
ValueCountFrequency (%)
11704
34.1%
03296
65.9%

equipmon
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct735
Distinct (%)14.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean12.99131
Minimum0
Maximum106.3
Zeros3296
Zeros (%)65.9%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q330.8
95-th percentile49.0525
Maximum106.3
Range106.3
Interquartile range (IQR)30.8

Descriptive statistics

Standard deviation19.2129426
Coefficient of variation (CV)1.478907254
Kurtosis-0.1151255476
Mean12.99131
Median Absolute Deviation (MAD)0
Skewness1.081747534
Sum64956.55
Variance369.1371634
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
03296
65.9%
38.88
 
0.2%
36.58
 
0.2%
31.158
 
0.2%
32.38
 
0.2%
31.358
 
0.2%
42.057
 
0.1%
26.67
 
0.1%
29.257
 
0.1%
43.257
 
0.1%
Other values (725)1636
32.7%
ValueCountFrequency (%)
03296
65.9%
171
 
< 0.1%
17.11
 
< 0.1%
17.251
 
< 0.1%
17.351
 
< 0.1%
ValueCountFrequency (%)
106.31
< 0.1%
94.11
< 0.1%
91.21
< 0.1%
89.351
< 0.1%
86.351
< 0.1%

equipten
Real number (ℝ≥0)

ZEROS

Distinct1683
Distinct (%)33.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean470.1764
Minimum0
Maximum6525.3
Zeros3296
Zeros (%)65.9%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q3510.1625
95-th percentile2600.99
Maximum6525.3
Range6525.3
Interquartile range (IQR)510.1625

Descriptive statistics

Standard deviation912.2206241
Coefficient of variation (CV)1.940166763
Kurtosis4.786260303
Mean470.1764
Median Absolute Deviation (MAD)0
Skewness2.21494878
Sum2350882
Variance832146.4671
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
03296
65.9%
1259.352
 
< 0.1%
446.452
 
< 0.1%
1918.82
 
< 0.1%
824.32
 
< 0.1%
2778.32
 
< 0.1%
723.22
 
< 0.1%
163.42
 
< 0.1%
206.72
 
< 0.1%
224.72
 
< 0.1%
Other values (1673)1686
33.7%
ValueCountFrequency (%)
03296
65.9%
12.051
 
< 0.1%
14.651
 
< 0.1%
14.851
 
< 0.1%
16.11
 
< 0.1%
ValueCountFrequency (%)
6525.31
< 0.1%
6158.951
< 0.1%
6014.71
< 0.1%
5996.851
< 0.1%
5174.451
< 0.1%

callcard
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.7162
Minimum0
Maximum1
Zeros1419
Zeros (%)28.4%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.4508860384
Coefficient of variation (CV)0.6295532511
Kurtosis-1.080013748
Mean0.7162
Median Absolute Deviation (MAD)0
Skewness-0.9593843951
Sum3581
Variance0.2032982196
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
13581
71.6%
01419
 
28.4%
ValueCountFrequency (%)
01419
 
28.4%
13581
71.6%
ValueCountFrequency (%)
13581
71.6%
01419
 
28.4%

cardmon
Real number (ℝ≥0)

ZEROS

Distinct271
Distinct (%)5.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean15.44385
Minimum0
Maximum188.5
Zeros1419
Zeros (%)28.4%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median13.75
Q322.75
95-th percentile42
Maximum188.5
Range188.5
Interquartile range (IQR)22.75

Descriptive statistics

Standard deviation15.00756909
Coefficient of variation (CV)0.9717505087
Kurtosis7.167082585
Mean15.44385
Median Absolute Deviation (MAD)10.75
Skewness1.687652851
Sum77219.25
Variance225.2271301
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
01419
28.4%
13.2553
 
1.1%
11.552
 
1.0%
16.549
 
1.0%
16.2549
 
1.0%
13.7547
 
0.9%
18.2545
 
0.9%
13.545
 
0.9%
14.2544
 
0.9%
1544
 
0.9%
Other values (261)3153
63.1%
ValueCountFrequency (%)
01419
28.4%
3.251
 
< 0.1%
3.751
 
< 0.1%
43
 
0.1%
4.259
 
0.2%
ValueCountFrequency (%)
188.51
< 0.1%
138.251
< 0.1%
104.51
< 0.1%
1021
< 0.1%
100.251
< 0.1%

cardten
Real number (ℝ≥0)

ZEROS

Distinct697
Distinct (%)13.9%
Missing2
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean720.4783914
Minimum0
Maximum13705
Zeros1420
Zeros (%)28.4%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median425
Q31080
95-th percentile2455.75
Maximum13705
Range13705
Interquartile range (IQR)1080

Descriptive statistics

Standard deviation922.2255266
Coefficient of variation (CV)1.280018301
Kurtosis15.16275134
Mean720.4783914
Median Absolute Deviation (MAD)425
Skewness2.645855077
Sum3600951
Variance850499.9219
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
01420
28.4%
59021
 
0.4%
20020
 
0.4%
38020
 
0.4%
4519
 
0.4%
19519
 
0.4%
50019
 
0.4%
33018
 
0.4%
22018
 
0.4%
43518
 
0.4%
Other values (687)3406
68.1%
ValueCountFrequency (%)
01420
28.4%
4.751
 
< 0.1%
517
 
0.3%
5.251
 
< 0.1%
7.751
 
< 0.1%
ValueCountFrequency (%)
137051
< 0.1%
99201
< 0.1%
73101
< 0.1%
71151
< 0.1%
64401
< 0.1%

wireless
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.2688
Minimum0
Maximum1
Zeros3656
Zeros (%)73.1%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.4433800595
Coefficient of variation (CV)1.649479388
Kurtosis-0.9118588686
Mean0.2688
Median Absolute Deviation (MAD)0
Skewness1.043314926
Sum1344
Variance0.1965858772
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
03656
73.1%
11344
 
26.9%
ValueCountFrequency (%)
03656
73.1%
11344
 
26.9%
ValueCountFrequency (%)
11344
 
26.9%
03656
73.1%

wiremon
Real number (ℝ≥0)

ZEROS

Distinct746
Distinct (%)14.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10.70119
Minimum0
Maximum186.25
Zeros3656
Zeros (%)73.1%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q320.9625
95-th percentile51.305
Maximum186.25
Range186.25
Interquartile range (IQR)20.9625

Descriptive statistics

Standard deviation19.79983653
Coefficient of variation (CV)1.850246238
Kurtosis4.783786913
Mean10.70119
Median Absolute Deviation (MAD)0
Skewness1.998012984
Sum53505.95
Variance392.0335268
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
03656
73.1%
34.39
 
0.2%
22.957
 
0.1%
27.957
 
0.1%
32.27
 
0.1%
39.36
 
0.1%
22.56
 
0.1%
31.155
 
0.1%
43.25
 
0.1%
27.755
 
0.1%
Other values (736)1287
 
25.7%
ValueCountFrequency (%)
03656
73.1%
12.71
 
< 0.1%
141
 
< 0.1%
14.551
 
< 0.1%
14.72
 
< 0.1%
ValueCountFrequency (%)
186.251
< 0.1%
165.151
< 0.1%
134.451
< 0.1%
130.751
< 0.1%
119.11
< 0.1%

wireten
Real number (ℝ≥0)

ZEROS

Distinct1328
Distinct (%)26.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean421.98461
Minimum0
Maximum12858.65
Zeros3656
Zeros (%)73.1%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q389.9625
95-th percentile2687.9225
Maximum12858.65
Range12858.65
Interquartile range (IQR)89.9625

Descriptive statistics

Standard deviation1001.003287
Coefficient of variation (CV)2.372132213
Kurtosis15.46436407
Mean421.98461
Median Absolute Deviation (MAD)0
Skewness3.30420317
Sum2109923.05
Variance1002007.58
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
03656
73.1%
2182.052
 
< 0.1%
2386.252
 
< 0.1%
2323.82
 
< 0.1%
1062.752
 
< 0.1%
2049.852
 
< 0.1%
1199.22
 
< 0.1%
183.12
 
< 0.1%
20.92
 
< 0.1%
1073.952
 
< 0.1%
Other values (1318)1326
 
26.5%
ValueCountFrequency (%)
03656
73.1%
12.71
 
< 0.1%
14.551
 
< 0.1%
14.61
 
< 0.1%
14.92
 
< 0.1%
ValueCountFrequency (%)
12858.651
< 0.1%
9851.151
< 0.1%
9039.81
< 0.1%
8675.051
< 0.1%
7217.11
< 0.1%

multline
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.4884
Minimum0
Maximum1
Zeros2558
Zeros (%)51.2%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.4999154159
Coefficient of variation (CV)1.023577838
Kurtosis-1.998644205
Mean0.4884
Median Absolute Deviation (MAD)0
Skewness0.0464264213
Sum2442
Variance0.2499154231
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
02558
51.2%
12442
48.8%
ValueCountFrequency (%)
02558
51.2%
12442
48.8%
ValueCountFrequency (%)
12442
48.8%
02558
51.2%

voice
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.303
Minimum0
Maximum1
Zeros3485
Zeros (%)69.7%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.4596011822
Coefficient of variation (CV)1.516835585
Kurtosis-1.265014638
Mean0.303
Median Absolute Deviation (MAD)0
Skewness0.857608027
Sum1515
Variance0.2112332466
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
03485
69.7%
11515
30.3%
ValueCountFrequency (%)
03485
69.7%
11515
30.3%
ValueCountFrequency (%)
11515
30.3%
03485
69.7%

pager
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.2436
Minimum0
Maximum1
Zeros3782
Zeros (%)75.6%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.4292969825
Coefficient of variation (CV)1.762302884
Kurtosis-0.5722301735
Mean0.2436
Median Absolute Deviation (MAD)0
Skewness1.19498907
Sum1218
Variance0.1842958992
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
03782
75.6%
11218
 
24.4%
ValueCountFrequency (%)
03782
75.6%
11218
 
24.4%
ValueCountFrequency (%)
11218
 
24.4%
03782
75.6%

internet
Real number (ℝ≥0)

ZEROS

Distinct5
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.1996
Minimum0
Maximum4
Zeros2498
Zeros (%)50.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q32
95-th percentile4
Maximum4
Range4
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.449337765
Coefficient of variation (CV)1.208184199
Kurtosis-0.8385647798
Mean1.1996
Median Absolute Deviation (MAD)1
Skewness0.8084050647
Sum5998
Variance2.100579956
MonotonicityNot monotonic
Histogram with fixed size bins (bins=5)
ValueCountFrequency (%)
02498
50.0%
1774
 
15.5%
3598
 
12.0%
4585
 
11.7%
2545
 
10.9%
ValueCountFrequency (%)
02498
50.0%
1774
 
15.5%
2545
 
10.9%
3598
 
12.0%
4585
 
11.7%
ValueCountFrequency (%)
4585
 
11.7%
3598
 
12.0%
2545
 
10.9%
1774
 
15.5%
02498
50.0%

callid
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.4752
Minimum0
Maximum1
Zeros2624
Zeros (%)52.5%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.4994345272
Coefficient of variation (CV)1.050998584
Kurtosis-1.990925699
Mean0.4752
Median Absolute Deviation (MAD)0
Skewness0.09935205765
Sum2376
Variance0.249434847
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
02624
52.5%
12376
47.5%
ValueCountFrequency (%)
02624
52.5%
12376
47.5%
ValueCountFrequency (%)
12376
47.5%
02624
52.5%

callwait
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.479
Minimum0
Maximum1
Zeros2605
Zeros (%)52.1%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.4996087687
Coefficient of variation (CV)1.043024569
Kurtosis-1.993724938
Mean0.479
Median Absolute Deviation (MAD)0
Skewness0.08409941809
Sum2395
Variance0.2496089218
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
02605
52.1%
12395
47.9%
ValueCountFrequency (%)
02605
52.1%
12395
47.9%
ValueCountFrequency (%)
12395
47.9%
02605
52.1%

forward
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.4806
Minimum0
Maximum1
Zeros2597
Zeros (%)51.9%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.4996734681
Coefficient of variation (CV)1.039686783
Kurtosis-1.994763606
Mean0.4806
Median Absolute Deviation (MAD)0
Skewness0.07768178358
Sum2403
Variance0.2496735747
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
02597
51.9%
12403
48.1%
ValueCountFrequency (%)
02597
51.9%
12403
48.1%
ValueCountFrequency (%)
12403
48.1%
02597
51.9%

confer
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.478
Minimum0
Maximum1
Zeros2610
Zeros (%)52.2%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.4995657246
Coefficient of variation (CV)1.045116579
Kurtosis-1.993033694
Mean0.478
Median Absolute Deviation (MAD)0
Skewness0.08811174361
Sum2390
Variance0.2495659132
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
02610
52.2%
12390
47.8%
ValueCountFrequency (%)
02610
52.2%
12390
47.8%
ValueCountFrequency (%)
12390
47.8%
02610
52.2%

ebill
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.3486
Minimum0
Maximum1
Zeros3257
Zeros (%)65.1%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.476574721
Coefficient of variation (CV)1.367110502
Kurtosis-1.59662404
Mean0.3486
Median Absolute Deviation (MAD)0
Skewness0.6356215618
Sum1743
Variance0.2271234647
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
03257
65.1%
11743
34.9%
ValueCountFrequency (%)
03257
65.1%
11743
34.9%
ValueCountFrequency (%)
11743
34.9%
03257
65.1%

owntv
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.983
Minimum0
Maximum1
Zeros85
Zeros (%)1.7%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile1
Q11
median1
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.1292839621
Coefficient of variation (CV)0.1315197987
Kurtosis53.89590399
Mean0.983
Median Absolute Deviation (MAD)0
Skewness-7.474914433
Sum4915
Variance0.01671434287
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
14915
98.3%
085
 
1.7%
ValueCountFrequency (%)
085
 
1.7%
14915
98.3%
ValueCountFrequency (%)
14915
98.3%
085
 
1.7%

hourstv
Real number (ℝ≥0)

ZEROS

Distinct32
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean19.645
Minimum0
Maximum36
Zeros85
Zeros (%)1.7%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile12
Q117
median20
Q323
95-th percentile28
Maximum36
Range36
Interquartile range (IQR)6

Descriptive statistics

Standard deviation5.165608551
Coefficient of variation (CV)0.2629477501
Kurtosis2.348421771
Mean19.645
Median Absolute Deviation (MAD)3
Skewness-0.6447121586
Sum98225
Variance26.6835117
MonotonicityNot monotonic
Histogram with fixed size bins (bins=32)
ValueCountFrequency (%)
20451
 
9.0%
19445
 
8.9%
21440
 
8.8%
18413
 
8.3%
22371
 
7.4%
17350
 
7.0%
16309
 
6.2%
23301
 
6.0%
15263
 
5.3%
24248
 
5.0%
Other values (22)1409
28.2%
ValueCountFrequency (%)
085
1.7%
61
 
< 0.1%
73
 
0.1%
89
 
0.2%
913
 
0.3%
ValueCountFrequency (%)
363
 
0.1%
356
0.1%
349
0.2%
338
0.2%
3210
0.2%

ownvcr
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.9156
Minimum0
Maximum1
Zeros422
Zeros (%)8.4%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q11
median1
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.2780145651
Coefficient of variation (CV)0.3036419453
Kurtosis6.948667706
Mean0.9156
Median Absolute Deviation (MAD)0
Skewness-2.990967803
Sum4578
Variance0.07729209842
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
14578
91.6%
0422
 
8.4%
ValueCountFrequency (%)
0422
 
8.4%
14578
91.6%
ValueCountFrequency (%)
14578
91.6%
0422
 
8.4%

owndvd
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.9136
Minimum0
Maximum1
Zeros432
Zeros (%)8.6%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q11
median1
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.2809819036
Coefficient of variation (CV)0.3075546231
Kurtosis6.676519413
Mean0.9136
Median Absolute Deviation (MAD)0
Skewness-2.945139889
Sum4568
Variance0.07895083017
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
14568
91.4%
0432
 
8.6%
ValueCountFrequency (%)
0432
 
8.6%
14568
91.4%
ValueCountFrequency (%)
14568
91.4%
0432
 
8.6%

owncd
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.9328
Minimum0
Maximum1
Zeros336
Zeros (%)6.7%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q11
median1
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.2503930896
Coefficient of variation (CV)0.2684316999
Kurtosis9.964154672
Mean0.9328
Median Absolute Deviation (MAD)0
Skewness-3.458347752
Sum4664
Variance0.06269669934
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
14664
93.3%
0336
 
6.7%
ValueCountFrequency (%)
0336
 
6.7%
14664
93.3%
ValueCountFrequency (%)
14664
93.3%
0336
 
6.7%

ownpda
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.201
Minimum0
Maximum1
Zeros3995
Zeros (%)79.9%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.4007881313
Coefficient of variation (CV)1.993970803
Kurtosis0.2281166465
Mean0.201
Median Absolute Deviation (MAD)0
Skewness1.492657214
Sum1005
Variance0.1606311262
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
03995
79.9%
11005
 
20.1%
ValueCountFrequency (%)
03995
79.9%
11005
 
20.1%
ValueCountFrequency (%)
11005
 
20.1%
03995
79.9%

ownpc
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.6328
Minimum0
Maximum1
Zeros1836
Zeros (%)36.7%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.4820898693
Coefficient of variation (CV)0.7618360767
Kurtosis-1.696906996
Mean0.6328
Median Absolute Deviation (MAD)0
Skewness-0.5511550842
Sum3164
Variance0.2324106421
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
13164
63.3%
01836
36.7%
ValueCountFrequency (%)
01836
36.7%
13164
63.3%
ValueCountFrequency (%)
13164
63.3%
01836
36.7%

ownipod
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.4792
Minimum0
Maximum1
Zeros2604
Zeros (%)52.1%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.4996171369
Coefficient of variation (CV)1.042606713
Kurtosis-1.993859301
Mean0.4792
Median Absolute Deviation (MAD)0
Skewness0.08329707608
Sum2396
Variance0.2496172835
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
02604
52.1%
12396
47.9%
ValueCountFrequency (%)
02604
52.1%
12396
47.9%
ValueCountFrequency (%)
12396
47.9%
02604
52.1%

owngame
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.4748
Minimum0
Maximum1
Zeros2626
Zeros (%)52.5%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.4994145002
Coefficient of variation (CV)1.051841828
Kurtosis-1.990603771
Mean0.4748
Median Absolute Deviation (MAD)0
Skewness0.1009585586
Sum2374
Variance0.249414843
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
02626
52.5%
12374
47.5%
ValueCountFrequency (%)
02626
52.5%
12374
47.5%
ValueCountFrequency (%)
12374
47.5%
02626
52.5%

ownfax
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1788
Minimum0
Maximum1
Zeros4106
Zeros (%)82.1%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.3832230838
Coefficient of variation (CV)2.143305838
Kurtosis0.8125834303
Mean0.1788
Median Absolute Deviation (MAD)0
Skewness1.676978997
Sum894
Variance0.146859932
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
04106
82.1%
1894
 
17.9%
ValueCountFrequency (%)
04106
82.1%
1894
 
17.9%
ValueCountFrequency (%)
1894
 
17.9%
04106
82.1%

news
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.4726
Minimum0
Maximum1
Zeros2637
Zeros (%)52.7%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.4992986079
Coefficient of variation (CV)1.056493034
Kurtosis-1.988740082
Mean0.4726
Median Absolute Deviation (MAD)0
Skewness0.1097978803
Sum2363
Variance0.2492990998
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
02637
52.7%
12363
47.3%
ValueCountFrequency (%)
02637
52.7%
12363
47.3%
ValueCountFrequency (%)
12363
47.3%
02637
52.7%

response_01
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0836
Minimum0
Maximum1
Zeros4582
Zeros (%)91.6%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.2768146768
Coefficient of variation (CV)3.311180344
Kurtosis7.061208018
Mean0.0836
Median Absolute Deviation (MAD)0
Skewness3.009714886
Sum418
Variance0.07662636527
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
04582
91.6%
1418
 
8.4%
ValueCountFrequency (%)
04582
91.6%
1418
 
8.4%
ValueCountFrequency (%)
1418
 
8.4%
04582
91.6%

response_02
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1298
Minimum0
Maximum1
Zeros4351
Zeros (%)87.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.3361168769
Coefficient of variation (CV)2.589498281
Kurtosis2.857377697
Mean0.1298
Median Absolute Deviation (MAD)0
Skewness2.203686662
Sum649
Variance0.1129745549
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
04351
87.0%
1649
 
13.0%
ValueCountFrequency (%)
04351
87.0%
1649
 
13.0%
ValueCountFrequency (%)
1649
 
13.0%
04351
87.0%

response_03
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1026
Minimum0
Maximum1
Zeros4487
Zeros (%)89.7%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.3034660744
Coefficient of variation (CV)2.95775901
Kurtosis4.866984363
Mean0.1026
Median Absolute Deviation (MAD)0
Skewness2.620121701
Sum513
Variance0.09209165833
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
04487
89.7%
1513
 
10.3%
ValueCountFrequency (%)
04487
89.7%
1513
 
10.3%
ValueCountFrequency (%)
1513
 
10.3%
04487
89.7%

ln_total_spent
Real number (ℝ≥0)

Distinct4860
Distinct (%)97.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.001244043
Minimum2.093097868
Maximum8.49311564
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size39.2 KiB

Quantile statistics

Minimum2.093097868
5-th percentile4.891145795
Q15.621423865
median6.026469607
Q36.422536392
95-th percentile7.043287846
Maximum8.49311564
Range6.400017772
Interquartile range (IQR)0.8011125266

Descriptive statistics

Standard deviation0.6714732965
Coefficient of variation (CV)0.111889017
Kurtosis1.909237525
Mean6.001244043
Median Absolute Deviation (MAD)0.401226695
Skewness-0.5398367878
Sum30006.22021
Variance0.4508763879
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
5.2522210713
 
0.1%
6.2390275033
 
0.1%
6.4130818373
 
0.1%
6.0700215363
 
0.1%
5.9268193543
 
0.1%
6.0344761432
 
< 0.1%
6.0109484962
 
< 0.1%
5.1335606412
 
< 0.1%
5.6961198582
 
< 0.1%
5.9016218932
 
< 0.1%
Other values (4850)4975
99.5%
ValueCountFrequency (%)
2.0930978681
< 0.1%
2.1258479141
< 0.1%
2.1575593211
< 0.1%
2.6741486491
< 0.1%
2.6748380671
< 0.1%
ValueCountFrequency (%)
8.493115641
< 0.1%
8.427815381
< 0.1%
8.2989152841
< 0.1%
8.1875106531
< 0.1%
8.0756635041
< 0.1%

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.